IEEE - Institute of Electrical and Electronics Engineers, Inc. - On the Representational Power of Restricted Boltzmann Machines for Symmetric Functions and Boolean Functions

Author(s): Linyan Gu ; Jianfeng Huang ; Lihua Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 13
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2018.2868809
Regular:

Restricted Boltzmann machines (RBMs) are used to build deep-belief networks that are widely thought to be one of the first effective deep learning neural networks. This paper studies the ability... View More

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